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The latest News and Information on DevOps, CI/CD, Automation and related technologies.

Konstruct product updates: GitLab support, platform broadcasts, and a permission model built for scale

July has been one of our most structurally significant releases yet for Konstruct. With 0.6, we've shipped a second git provider, a completely reworked authorization model, new tooling for AI-assisted troubleshooting, and a handful of improvements that are smaller in scope but large in impact for day-to-day platform operations. Let's walk through what shipped and why it matters. You can explore the full 0.6 release notes directly in the docs.

Why More UK Firms are Turning to Colocation for their AI Workloads

The last few years have seen AI conversations dominated by the need for investment in hyperscale infrastructure as firms race to build ever larger training models. But as those conversations evolve, the emphasis is shifting to the next phase of AI adoption, focusing on the scaling of use cases and real-world value.

Azure cost calculator: how to estimate Azure spend before the bill does it for you

An Azure cost calculator is a tool that estimates your monthly Microsoft Azure bill before you deploy anything. Microsoft's official Azure pricing calculator covers 600+ services and produces free, exportable estimates. It is excellent at telling you what Azure charges and terrible at telling you what your teams will consume. This guide covers how to use it, what real workloads cost in 2026, and why estimates and invoices keep breaking up.

Software is a team sport. Most AI tools forgot that.

Every AI coding tool ships the same promise: your developers, faster. Autocomplete in the IDE, agents in the terminal, a working prototype before lunch. And it delivers, at least for the person holding the keyboard. The problem is that most of what it takes to ship software was never a solo activity, and that is the part the market keeps skipping.

Megaport Signs Open Weights and American AI Leadership Letter

Megaport has signed the Open Weights and American AI Leadership letter, supporting open-weight AI, customer choice, and the infrastructure that powers AI innovation. Artificial intelligence is reshaping how organizations build, deploy, and scale digital infrastructure. As AI adoption accelerates, the conversation is evolving beyond model performance alone to the broader ecosystem needed to support long-term innovation.

Palo Alto Networks Plans to Acquire Embrace: Why Digital Experience Is Becoming a Strategic Priority

When Palo Alto Networks announced its intention to acquire Embrace, my first thought wasn’t about Embrace itself. My first thought was that digital experience, including Digital Employee Experience (DEX), has officially become strategic. For years, DEX has often been viewed as something that sat on the edge of infrastructure monitoring, endpoint management, and service desk operations. Important? Absolutely. Strategic? Not always. This acquisition changes that conversation.

Microsoft Sentinel Pricing in 2026: Full Cost Breakdown (and How to Cut It)

Microsoft Sentinel’s cost is driven almost entirely by one variable: how much data you send it. That is also why so many teams underestimate their bill. A few noisy log sources or one new integration can push daily ingestion up for weeks before anyone notices. And the first signal is usually the invoice. This guide breaks down every component of a 2026 Sentinel bill.

The 2026 pocket guide to engineering metrics

Most engineering leaders are drowning in data but starved for insight. We have dashboards full of metrics, but they often create more questions than answers and rarely tell us what to do next. In the age of AI, where development velocity is accelerating at an unprecedented rate, this problem is only getting worse. Shipping code faster than you can fix it is an existential risk, and a dashboard that doesn't lead to action is just a distraction.

Ubuntu 26.04 LTS Resolute Raccoon is Now Supported!

We are excited to announce support for Ubuntu 26.04 LTS Resolute Raccoon on all Cloud 66 products, including registered servers. From this point onward, new applications are provisioned on Ubuntu 26.04 by default, on both x86_64 and ARM64. Don't forget, you can control your target Ubuntu version via the selection dropdown when scaling up via the UI, or through your manifest!